Feature hallucination in hypersphere space for few‐shot classification

Abstract Few‐shot classification (FSC) targeting at classifying unseen classes with few labelled samples is still a challenging task. Recent works show that transfer‐learning based approaches are competitive with meta‐learning ones, which usually pre‐train a convolutional neural networks (CNN)‐based...

Full description

Bibliographic Details
Main Authors: Sai Yang, Fan Liu, Zhiyu Chen
Format: Article
Language:English
Published: Wiley 2022-11-01
Series:IET Image Processing
Online Access:https://doi.org/10.1049/ipr2.12579